DemVotebyMailScam, Twitter, 5/29/2020 5:48:51 AM, 228466


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DemVotebyMailScam_2020-05-28_18-07-53.xlsx
DemVotebyMailScam_2020-05-28_18-07-53.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 29, 2020
Short Description:
DemVotebyMailScam via NodeXL https://bit.ly/2AiPEqO
@twitter
@danpatrick
@erykmatthew
@luckyluna07
@astartiel
@realdonaldtrump
@yumscrub
@extremistindy
@teri_kanefield
@mcneacesheila

Top hashtags:
#demvotebymailscam
#votebymail2020
#votebluetosaveamerica2020

Description:
Description
The graph represents a network of 14,843 Twitter users whose recent tweets contained "DemVotebyMailScam", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 29 May 2020 at 01:30 UTC.

The tweets in the network were tweeted over the 1-day, 22-hour, 33-minute period from Wednesday, 27 May 2020 at 02:31 UTC to Friday, 29 May 2020 at 01:04 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 14843
Unique Edges : 29420
Edges With Duplicates : 2392
Total Edges : 31812
Number of Edge Types : 5
Tweet : 1072
Retweet : 15765
MentionsInRetweet : 12901
Replies to : 978
Mentions : 1096
Self-Loops : 1108
Reciprocated Vertex Pair Ratio : 0.00233834892232615
Reciprocated Edge Ratio : 0.0046657876052338
Connected Components : 523
Single-Vertex Connected Components : 438
Maximum Vertices in a Connected Component : 14182
Maximum Edges in a Connected Component : 31079
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.441557
Graph Density : 0.00013425794846138
Modularity : 0.585301
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 14,843 Twitter users whose recent tweets contained "DemVotebyMailScam", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 29 May 2020 at 01:30 UTC.

The tweets in the network were tweeted over the 1-day, 22-hour, 33-minute period from Wednesday, 27 May 2020 at 02:31 UTC to Friday, 29 May 2020 at 01:04 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : DemVotebyMailScam
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[118] https://twitter.com/DanPatrick/status/1265470530733379586
[59] https://twitter.com/danpatrick/status/1265470530733379586
[40] https://www.danpatrick.org/the-ingraham-angle-may-26-2020/
[31] https://protectthevote.com/
[30] https://twitter.com/marcorubio/status/1265442093641732096?s=21
[12] https://www.dailywire.com/news/twitter-fact-checks-trump-trump-retaliates-twitter-is-now-interfering-in-the-2020-presidential-election-stifling-free-speech-i-as-president-will-not
[10] https://www.heritage.org/voterfraud
[8] https://twitter.com/speakerpelosi/status/1265633731068518407
[6] https://twitter.com/SpeakerPelosi/status/1265633731068518407
[5] https://nationalfile.com/video-citizen-busts-democrat-mail-in-voting-scandal/

Top URLs in Tweet in G1:
[11] https://twitter.com/DanPatrick/status/1265470530733379586
[5] https://www.danpatrick.org/the-ingraham-angle-may-26-2020/
[4] https://twitter.com/danpatrick/status/1265470530733379586
[2] https://twitter.com/Rparkerscience/status/1265450098710007808
[2] https://twitter.com/dailycaller/status/1265412324086689794
[2] https://www.justice.gov/opa/pr/former-philadelphia-judge-elections-convicted-conspiring-violate-civil-rights-and-bribery
[1] https://www.danpatrick.org/fox-news-at-night-with-shannon-bream-may-27-2020/
[1] https://www.wsj.com/articles/house-republicans-move-to-block-proxy-voting-11590525018
[1] https://twitter.com/johncardillo/status/1265678179236274177
[1] https://twitter.com/KingofSpades91/status/1265632109944811521

Top URLs in Tweet in G2:
[3] https://twitter.com/DanPatrick/status/1265470530733379586
[1] https://www.nbcnews.com/news/amp/ncna1215256
[1] https://www.vote.org/
[1] https://www.ncsl.org/research/elections-and-campaigns/vopp-table-1-states-with-no-excuse-absentee-voting.aspx
[1] https://twitter.com/mattstonephotog/status/1264662447538962437
[1] https://twitter.com/Astartiel/status/1265600273621245952
[1] https://twitter.com/QuareFellas/status/1265595341941899265
[1] https://twitter.com/scontorno/status/1265676139290296324
[1] https://twitter.com/zaharako/status/1265630310802305024
[1] https://twitter.com/PNWJGehrtz/status/1265601214105829378

Top URLs in Tweet in G3:
[58] https://twitter.com/DanPatrick/status/1265470530733379586
[29] https://protectthevote.com/
[23] https://twitter.com/danpatrick/status/1265470530733379586
[5] https://twitter.com/speakerpelosi/status/1265633731068518407
[5] https://twitter.com/SpeakerPelosi/status/1265633731068518407
[5] https://www.realclearpolitics.com/articles/2020/04/24/28_million_mail-in_ballots_went_missing_in_last_four_elections_143033.html
[4] https://gellerreport.com/2020/04/mail-in-voter-fraud.html/
[4] https://www.dailysignal.com/2020/04/21/15-election-results-that-were-thrown-out-because-of-fraudulent-mail-in-ballots/
[4] https://www.washingtonexaminer.com/news/more-than-16-million-mail-in-ballots-went-missing-from-2016-and-2018-elections-report
[4] https://nationalfile.com/video-citizen-busts-democrat-mail-in-voting-scandal/

Top URLs in Tweet in G5:
[31] https://www.danpatrick.org/the-ingraham-angle-may-26-2020/
[12] https://www.dailywire.com/news/twitter-fact-checks-trump-trump-retaliates-twitter-is-now-interfering-in-the-2020-presidential-election-stifling-free-speech-i-as-president-will-not
[4] https://twitter.com/DanPatrick/status/1265470530733379586
[3] https://twitter.com/danpatrick/status/1265470530733379586
[2] https://twitter.com/charliekirk11/status/1265361678620930051
[1] https://www.theblaze.com/news/mail-carrier-charged-with-attempted-election-fraud-for-allegedly-altering-mail-in-ballots
[1] https://www.israelnationalnews.com/News/News.aspx/280830
[1] https://twitter.com/realwayneroot/status/1266051656203907073
[1] https://www.washingtonexaminer.com/news/more-than-16-million-mail-in-ballots-went-missing-from-2016-and-2018-elections-report
[1] https://protectthevote.com/

Top URLs in Tweet in G6:
[36] https://twitter.com/DanPatrick/status/1265470530733379586
[25] https://twitter.com/danpatrick/status/1265470530733379586
[4] https://twitter.com/58isthenew40/status/1265606817310220289
[3] https://twitter.com/dailycaller/status/1265412324086689794
[2] https://twitter.com/FiveRights/status/1265617955670368257
[2] https://twitter.com/real_defender/status/1265619740300623873
[2] https://townhall.com/tipsheet/guybenson/2019/01/10/revealed-number-registered-to-vote-in-los-angeles-county-far-exceeds-population-of-us-citizens-n2538705
[2] https://twitter.com/speakerpelosi/status/1265633731068518407
[1] https://twitter.com/realdonaldtrump/status/1265427538140188676
[1] https://twitter.com/smithbs3154/status/1265476537765298179

Top URLs in Tweet in G7:
[1] https://threadreaderapp.com/thread/1265644900575399936.html

Top URLs in Tweet in G8:
[3] https://twitter.com/CurtisHebert/status/1265478613014581251
[2] https://twitter.com/DanPatrick/status/1265470530733379586
[2] https://twitter.com/curtishebert/status/1265478613014581251
[1] https://www.danpatrick.org/the-ingraham-angle-may-26-2020/
[1] https://twitter.com/speakerpelosi/status/1265633731068518407
[1] https://twitter.com/ricks_patriots/status/1265710183717666819
[1] https://twitter.com/ricks_patriots/status/1265671426641625090

Top URLs in Tweet in G9:
[29] https://twitter.com/marcorubio/status/1265442093641732096?s=21
[3] https://twitter.com/danpatrick/status/1265470530733379586
[1] https://twitter.com/marcorubio/status/1265442093641732096
[1] https://twitter.com/cypress_mills/status/1265422973898559489?s=20
[1] https://www.youtube.com/watch?v=2i4JxWkSYzU&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[527] twitter.com
[41] danpatrick.org
[31] protectthevote.com
[16] youtube.com
[13] dailywire.com
[12] heritage.org
[10] breitbart.com
[6] nationalfile.com
[5] washingtonexaminer.com
[5] dailysignal.com

Top Domains in Tweet in G1:
[34] twitter.com
[6] danpatrick.org
[3] justice.gov
[1] wsj.com
[1] youtube.com
[1] dothaneagle.com
[1] nbcnewyork.com

Top Domains in Tweet in G2:
[13] twitter.com
[1] nbcnews.com
[1] vote.org
[1] ncsl.org
[1] washingtonpost.com
[1] npr.org
[1] gq.com
[1] protectthevote.com
[1] co.uk

Top Domains in Tweet in G3:
[255] twitter.com
[29] protectthevote.com
[10] breitbart.com
[9] youtube.com
[5] dailysignal.com
[5] realclearpolitics.com
[4] gellerreport.com
[4] washingtonexaminer.com
[4] nationalfile.com
[4] breaking911.com

Top Domains in Tweet in G5:
[31] danpatrick.org
[12] dailywire.com
[10] twitter.com
[1] theblaze.com
[1] israelnationalnews.com
[1] washingtonexaminer.com
[1] protectthevote.com

Top Domains in Tweet in G6:
[121] twitter.com
[3] foxnews.com
[2] forbes.com
[2] youtube.com
[2] townhall.com
[1] archive.org
[1] justice.gov
[1] snopes.com
[1] libertynation.com
[1] wordpress.com

Top Domains in Tweet in G7:
[1] threadreaderapp.com

Top Domains in Tweet in G8:
[10] twitter.com
[1] danpatrick.org

Top Domains in Tweet in G9:
[34] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5030] demvotebymailscam
[266] votebymail2020
[264] votebluetosaveamerica2020
[227] voteridnow
[203] mailinballots
[202] votered
[201] trumpsarmy
[201] enationtrains
[201] red2020
[199] mailinvoting



Top Hashtags in Tweet in G1:
[167] demvotebymailscam
[34] maga
[28] txlege
[19] shutdownsix
[6] icymi
[4] voteridnow
[3] factcheck
[3] maga2020landslide
[2] fakenews
[2] democratstheenemywithin

Top Hashtags in Tweet in G2:
[1666] demvotebymailscam
[253] votebymail2020
[250] votebluetosaveamerica2020
[83] mailinballotfraud
[31] putinownstrump
[12] votebymail
[10] queerssaynyet
[6] gojoe
[5] hadenough
[5] maga

Top Hashtags in Tweet in G3:
[1454] demvotebymailscam
[132] voterid
[55] democratsaredestroyingamerica
[55] maga
[52] voterfraud
[34] txlege
[27] democratstheenemywithin
[25] obamagate
[25] twitterfactcheck
[24] voteridnow

Top Hashtags in Tweet in G4:
[19] demvotebymailscam
[3] votebymail2020
[3] votebluetosaveamerica2020
[1] desperation
[1] trumpmeltdown
[1] gojoe

Top Hashtags in Tweet in G5:
[467] demvotebymailscam
[199] trumpsarmy
[199] votered
[199] enationtrains
[199] red2020
[187] voteridnow
[187] mailinballots
[187] mailinvoting
[64] voteredtosaveamerica
[64] kag2020

Top Hashtags in Tweet in G6:
[526] demvotebymailscam
[16] voterfraud
[16] democratsaredestroyingamerica
[14] trumpiscrazy
[11] votebymail
[11] trump2020
[8] voterfraudisreal
[8] trumpmeltdown
[7] mailinballotfraud
[7] voterid

Top Hashtags in Tweet in G7:
[266] demvotebymailscam
[1] mailinballotfraud

Top Hashtags in Tweet in G8:
[88] demvotebymailscam
[1] democratstheenemywithin
[1] icymi
[1] voteredtosaveamerica
[1] maga
[1] w
[1] voteridnow
[1] mailinballots
[1] mailinvoting
[1] free

Top Hashtags in Tweet in G9:
[46] demvotebymailscam
[1] trumpsarmy
[1] votered
[1] enationtrains
[1] red2020
[1] twitterfactcheck
[1] twitterfactcheckbs
[1] hadenough
[1] taketrumpofftwitter
[1] kathygriffin

Top Hashtags in Tweet in G10:
[15] votebymail
[3] demvotebymailscam

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[7986] #demvotebymailscam
[7975] vote
[7848] #txlege
[7749] mail
[7743] election
[7739] fraud
[7739] twitter
[7729] everyone
[7729] scam
[7726] democrat

Top Words in Tweet in G2:
[3202] #demvotebymailscam
[2764] mail
[1914] republican
[1694] vote
[1301] voting
[1194] everyone
[969] go
[952] tell
[937] very
[933] governor

Top Words in Tweet in G3:
[2507] #demvotebymailscam
[1200] trump
[960] falsely
[960] accuse
[904] realdonaldtrump
[882] fraud
[872] mail
[818] election
[774] twitter
[741] vote

Top Words in Tweet in G4:
[2986] election
[1536] #demvotebymailscam
[1494] trump
[1493] realizes
[1493] shot
[1493] re
[1493] depress
[1493] turnout
[1493] make
[1493] crazy

Top Words in Tweet in G5:
[959] #demvotebymailscam
[391] #maga
[370] #democratstheenemywithin
[364] people
[323] mail
[251] #voteredtosaveamerica
[200] blue
[199] #trumpsarmy
[199] #votered
[199] #enationtrains

Top Words in Tweet in G6:
[528] #demvotebymailscam
[128] mail
[75] vote
[70] voting
[67] trump
[58] election
[50] fraud
[49] voter
[48] ballots
[35] people

Top Words in Tweet in G7:
[274] #demvotebymailscam
[268] trump
[263] fraud
[262] tell
[261] obvious
[261] sees
[261] cruising
[261] toward
[261] defeat
[261] november

Top Words in Tweet in G8:
[165] #demvotebymailscam
[98] fraud
[97] election
[96] invitation
[96] tweet
[84] voter
[79] #democratstheenemywithin
[79] steal
[78] stop
[78] nothing

Top Words in Tweet in G9:
[56] #demvotebymailscam
[33] realjameswoods
[29] according
[29] senator
[29] marco
[29] rubio
[29] attorney
[29] #twitterfactcheck
[20] vote
[13] mail

Top Words in Tweet in G10:
[27] #demvotebymailscam
[26] vote
[18] democrat
[18] scam
[18] election
[16] people
[16] house
[15] know
[15] #votebymail
[15] another

Top Word Pairs
Top Word Pairs in Tweet in G2:
[7736] vote,mail
[7723] everyone,vote
[7722] republican,governor
[7722] go,ahead
[7721] state's,republican
[7721] very,republican
[7721] republican,controlled
[7721] having,everyone
[7720] mail,year
[7720] year,go

Top Word Pairs in Tweet in G3:
[1505] falsely,accuse
[1176] accuse,trump
[933] vote,mail
[932] rig,election
[927] scam,rig
[927] fact,check
[927] #txlege,#maga
[927] fraud,scam
[927] plan,everyone
[927] invitation,fraud

Top Word Pairs in Tweet in G4:
[960] trump,realizes
[768] realizes,shot
[593] shot,re
[477] re,election
[451] election,depress
[438] depress,turnout
[404] turnout,make
[393] make,crazy
[391] crazy,shit
[390] shit,election

Top Word Pairs in Tweet in G5:
[1493] #demvotebymailscam,#democratstheenemywithin
[1493] #trumpsarmy,#votered
[1493] #votered,#demvotebymailscam
[1493] #demvotebymailscam,blue
[1493] blue,#enationtrains
[1493] #enationtrains,#red2020
[1493] #red2020,politicalwaroom
[1493] politicalwaroom,geohays
[1493] geohays,sealeygerald
[1493] sealeygerald,1lucyhannah

Top Word Pairs in Tweet in G6:
[362] vote,mail
[199] #demvotebymailscam,#demvotebymailscam
[199] voting,mail
[199] mail,ballots
[199] voter,fraud
[199] jerk,offs
[199] offs,jerk
[199] #trumpiscrazy,#trumpiscrazy
[199] voter,id
[199] mail,voting

Top Word Pairs in Tweet in G7:
[37] obvious,#demvotebymailscam
[36] #demvotebymailscam,trump
[25] trump,sees
[19] sees,cruising
[19] cruising,toward
[16] toward,defeat
[15] defeat,november
[13] base,won
[12] won,victim
[11] victim,fraud

Top Word Pairs in Tweet in G8:
[261] voter,fraud
[261] tweet,stop
[261] stop,#demvotebymailscam
[261] #demvotebymailscam,nothing
[261] nothing,more
[261] more,invitation
[261] invitation,voter
[261] fraud,attempt
[261] attempt,#democratstheenemywithin
[261] #democratstheenemywithin,steal

Top Word Pairs in Tweet in G9:
[80] realjameswoods,according
[78] according,senator
[78] senator,marco
[78] marco,rubio
[78] rubio,attorney
[78] attorney,#demvotebymailscam
[78] #demvotebymailscam,#twitterfactcheck
[78] vote,mail
[78] see,twitter
[78] fact,check

Top Word Pairs in Tweet in G10:
[29] know,#votebymail
[29] #votebymail,another
[29] another,democrat
[29] democrat,scam
[29] scam,steal
[29] steal,election
[29] election,lapdog
[13] lapdog,media
[9] media,already
[8] already,screaming

Top Replied-To
Top Replied-To in Entire Graph:
@hteusa1776
@speakerpelosi
@danpatrick
@realdonaldtrump
@realjameswoods
@twitter
@porcelain2015
@presssec
@chuckcallesto
@jack

Top Replied-To in G1:
@danpatrick
@twitter
@thomas1774paine

Top Replied-To in G2:
@danpatrick
@astartiel
@porcelain2015
@brotatopics
@58isthenew40
@kaitlancollins
@ajnoiter
@proxcee
@kkevdogg

Top Replied-To in G3:
@speakerpelosi
@danpatrick
@realdonaldtrump
@twitter
@presssec
@porcelain2015
@chuckcallesto
@jack
@hteusa1776
@repadamschiff

Top Replied-To in G5:
@hteusa1776
@danpatrick
@chicago1ray
@kc33phoenix
@housedemocrats
@realdonaldtrump
@epacheco255
@elirust4
@joannewt09
@ga_peach3102

Top Replied-To in G6:

Top Replied-To in G7:
@teri_kanefield

Top Replied-To in G8:
@hteusa1776

Top Replied-To in G9:
@realjameswoods
@star_lord_guy
@calijeff1

Top Mentioned
Top Mentioned in Entire Graph:
@twitter
@realdonaldtrump
@speakerpelosi
@politicalwaroom
@geohays
@sealeygerald
@1lucyhannah
@vanurse1212
@fedupwithgovmt
@belann_farrar1

Top Mentioned in G1:
@twitter
@foxnewsnight
@shannonbream
@realdonaldtrump
@ingrahamangle
@danpatrick
@luckeyduck
@lucynpunkin
@droppedhisguts

Top Mentioned in G2:
@mikegarcia2020
@twitter
@realdonaldtrump
@sensei415
@up_weekly
@kimkbaltimore
@parscale
@gop
@blaizesynergy

Top Mentioned in G3:
@twitter
@realdonaldtrump
@jack
@danpatrick
@speakerpelosi
@potus
@gop
@repjerrynadler
@joebiden
@thedemocrats

Top Mentioned in G5:
@politicalwaroom
@geohays
@sealeygerald
@1lucyhannah
@vanurse1212
@fedupwithgovmt
@belann_farrar1
@realjimgault
@hotdogterminatr
@mapachejohn36

Top Mentioned in G7:
@teri_kanefield

Top Mentioned in G8:
@twitter
@ingrahamangle
@realdonaldtrump

Top Mentioned in G9:
@twitter
@realjameswoods
@realdonaldtrump
@jack
@realcandaceo
@trumpsugar
@spaceforcebravo
@meganbushway15
@apritions
@darrell15123113

Top Mentioned in G10:
@patriciaahenso1
@eugeniakmc
@upinthehills
@leafroe
@ljhaupt
@calif_scott
@a219224
@locotecato
@twitter
@speakerpelosi

Top Tweeters
Top Tweeters in Entire Graph:
@immoralreport
@cagney1991
@sharneal
@mckbirdbks
@yojudenz
@bannerite
@drdaveanddee
@myplace4u
@miltonespinozaf
@debrammason1

Top Tweeters in G1:
@myplace4u
@debrammason1
@patriotmarie
@babysgramma
@lauracgilleslil
@msavaarmstrong
@loyaltotrump
@miller_gwen
@tammywalt61
@edwardcalame

Top Tweeters in G2:
@cagney1991
@mckbirdbks
@drdaveanddee
@britpoptarts
@cheezwitham
@kak089
@willseattle
@akuma_river
@jamestoupin
@eykis

Top Tweeters in G3:
@sharneal
@yojudenz
@miltonespinozaf
@law1gloria
@mkues65
@thehill
@jtblogs
@veram43395421
@shoutgracegrace
@nahbabynah

Top Tweeters in G4:
@homegypsy
@riskyliberal
@justwhatnowwhy
@gpwriter
@bistycsross
@beverly21811568
@shadowdogdesign
@morgfair
@teram323tere
@geegeebythesea

Top Tweeters in G5:
@fasting39
@susaniverach
@bbusa617
@superyayadize
@alicia45kag
@tia6sc
@gaetasusan
@ouchinagirl
@dsdr2011
@au_bebe

Top Tweeters in G6:
@darrellpmwest
@tamranyc
@deplorable4trum
@sdxification
@blrnerd
@sandylkoch
@mizcoretta
@jknoxville
@kristilade
@patlks5757

Top Tweeters in G7:
@wismiss3
@leighlike1234
@upchuck66
@hollaka_hollala
@wtf_imtooold
@jimmya_shook1s
@kindlee55
@ssmunsell
@lindasn0228wi
@drseid

Top Tweeters in G8:
@ambinc1
@wtpatty
@fairyq15
@markgraben
@mazurikl
@kirchbabe
@freegalt
@scarlett_0hara
@ladieann
@stappelizabeth

Top Tweeters in G9:
@lrod49
@lindasuhler
@marckymarc40
@nexus7900
@bethellmarilyn
@instinctnaturel
@solmemes1
@mongo3804
@phys878
@snoopywood11

Top Tweeters in G10:
@patriciaahenso1
@upinthehills
@atkins1s
@ljhaupt
@toman61
@a219224
@philipzuba
@1davie1
@leafroe
@cdinicol